Presentation is loading. Please wait.

Presentation is loading. Please wait.

Chronic hepatitis B virus and liver fibrosis: A mathematical model

Similar presentations


Presentation on theme: "Chronic hepatitis B virus and liver fibrosis: A mathematical model"— Presentation transcript:

1 Chronic hepatitis B virus and liver fibrosis: A mathematical model
Avner Friedman Ohio State University MBI and Nourridine Siwie University of Tennessee, NIMBioS

2 Hapatitis B Virus Hepatitis B virus (HBV) is a viral infection that results in liver cirrhosis (a late stage of fibrosis), causing the destruction of the liver Chronic HBV affects 350 million people worldwide, with 600,000 deaths annually The disease is 50 time more infectious than HIV Infection occurs by contact with infected persons (sexual contact, sharing needles, toothbrush, nail clippers, razors, etc.) The symptoms do not show up immediately after infection: the delay time make take weeks, months, or even years Vaccination is effective 90%

3 Diameter 42 nm, ~3000 nucleotides the long strand, and ~2000 nucleotides the short strand

4 drugs Adefovir ----decreases viral load in the liver
IFN- alpha -----decreases viremia (viral concentration in the blood) and inflammation Our aim Our aim is to develop a mathematical model to be used to evaluate the efficacy in combination therapy in terms of optimal proportions between the two agents, and optimal scheduling; The objective functions to be minimized are the scar density, and the viral load.

5

6

7 Model equations macrophages

8 macrophages hepatocytes

9 T cells Fibroblasts and myofibroblasts

10 ECM scar

11

12

13

14

15 Intracellular virus

16 Extracellular virus

17

18 Parameters

19

20

21

22 Control case---no drugs

23 PDEs vs ODEs ---------------

24

25

26

27 Efficacy---- for scar (S) and for intracellular viral load (Vi)
The decrease in viral load by each of the drugs alone are in agreement with clinical results Definitions Efficacy---- for scar (S) and for intracellular viral load (Vi)

28

29 Synergy between the two drugs

30

31 Biological explanation of the synergy map

32 Conclusions 1. We have determined the proportion between the two drugs for which the combined treatment has maximal synergy, based on simple choice of 2. But this special choice needs to be adjusted to take into consideration negative side effects; these side effects will have to be incorporated into the model 3. The model can be used to explore intermittent treatment vs. continuous treatment with total amount of the drugs


Download ppt "Chronic hepatitis B virus and liver fibrosis: A mathematical model"

Similar presentations


Ads by Google